“Another blank canvas,” she whispered, staring at the empty canvas in her studio. She couldn't bring herself to pick up a paintbrush. Her life, for what felt like forever, had been a series of bleak, gray days. She went to the used bookstore, hoping to find something, anything, to spark her interest. She picked up a copy of "The Picture of Dorian Gray."

A small, folded piece of paper slipped from between the pages. *The truth will set you free,* it read, in an unsteady hand.

The words echoed in her mind. He dropped the book. He didn't want to know the truth. It was too much to bear.

Emotion: depressed

Cluster: Sadness / Despair
PC1 (Valence): -2.06 Negative
PC2 (Disposition): -1.08

Role in Research

This story is one of 1,000 stories generated for the emotion depressed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 depressed stories, after denoising with neutral dialogue baselines, produces the depressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the depressed vector is projected through the unembedding matrix.

Promoted:
😞0.417
每天0.353
无法0.330
own0.311
😔0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307